Aguasto Engineering Calculators
Educational model-memory, facility-energy and completed-token cost calculations.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"tools": {
"url": "https://www.aguasto.com/mcp/tools"
}
}
}Remote endpoints
https://www.aguasto.com/mcp/toolsstreamable-httpWhat it can do
Tool inventory
Tools (3)
🟢weight_memory(parameters_billions, bits)
Estimate model weight memory in decimal GB and binary GiB; excludes KV cache, activations and runtime overhead.
Input Schema
{
"type": "object",
"properties": {
"parameters_billions": {
"type": "number",
"exclusiveMinimum": 0
},
"bits": {
"type": "number",
"enum": [
4,
8,
16,
32
]
}
},
"required": [
"parameters_billions",
"bits"
],
"additionalProperties": false
}🟢facility_energy(it_kw, pue, hours, usd_per_kwh)
Calculate PUE-adjusted facility kW, kWh and illustrative electricity cost. No facility measurement or commercial quote.
Input Schema
{
"type": "object",
"properties": {
"it_kw": {
"type": "number",
"minimum": 0
},
"pue": {
"type": "number",
"minimum": 1
},
"hours": {
"type": "number",
"minimum": 0
},
"usd_per_kwh": {
"type": "number",
"minimum": 0
}
},
"required": [
"it_kw",
"pue",
"hours",
"usd_per_kwh"
],
"additionalProperties": false
}🟢token_cost(cost_usd, completed_tokens)
Calculate illustrative USD per million completed tokens from supplied cost and token count; not Aguasto pricing.
Input Schema
{
"type": "object",
"properties": {
"cost_usd": {
"type": "number",
"minimum": 0
},
"completed_tokens": {
"type": "number",
"exclusiveMinimum": 0
}
},
"required": [
"cost_usd",
"completed_tokens"
],
"additionalProperties": false
}Community
Evidence